Nikolaos Barmpalios
Nikolaos Barmpalios
Principal Machine Learning Scientist, Adobe Systems
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Cited by
Cited by
Unidoc: Unified pretraining framework for document understanding
J Gu, J Kuen, VI Morariu, H Zhao, R Jain, N Barmpalios, A Nenkova, ...
Advances in Neural Information Processing Systems 34, 39-50, 2021
A model supported interactive virtual environment for natural resource sharing in environmental education
N Barbalios, I Ioannidou, P Tzionas, S Paraskeuopoulos
Computers & Education 62, 231 - 248, 2013
Cross-domain document object detection: Benchmark suite and method
K Li, C Wigington, C Tensmeyer, H Zhao, N Barmpalios, VI Morariu, ...
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2020
A robust approach for multi-agent natural resource allocation based on stochastic optimization algorithms
N Barbalios, P Tzionas
Applied Soft Computing 18, 12-24, 2014
Investigating the effect of meta-cognitive scaffolding for learning by teaching
N Matsuda, CL Griger, N Barbalios, GJ Stylianides, WW Cohen, ...
Intelligent Tutoring Systems: 12th International Conference, ITS 2014 …, 2014
Tell me how to teach, I’ll learn how to solve problems
N Matsuda, N Barbalios, Z Zhao, A Ramamurthy, GJ Stylianides, ...
Intelligent Tutoring Systems: 13th International Conference, ITS 2016 …, 2016
Domain adaptation for machine learning models
K Li, CA Tensmeyer, CM Wigington, H Zhao, N Barmpalios, T Sun, ...
US Patent 11,443,193, 2022
MGDoc: Pre-training with multi-granular hierarchy for document image understanding
Z Wang, J Gu, C Tensmeyer, N Barmpalios, A Nenkova, T Sun, J Shang, ...
arXiv preprint arXiv:2211.14958, 2022
Behavioural Adaptation Towards Efficient Resource Sharing under the Lack of Communication
N Barbalios, I Ioannidou, P Tzionas, S Paraskeuopoulos
Jounral of Environmental Informatics 21 (2), 119-135, 2013
A constrained multi-agent system compensating for self-lucrative behaviours in water resource sharing
N Barbalios, I Ioannidou, P Tzionas, S Paraskeuopoulos
Civil Engineering and Environmental Systems 29 (4), 282-290, 2012
3d human face modelling from uncalibrated images using spline based deformation
N Barbalios, N Nikolaidis, I Pitas
International Conference on Computer Vision Theory and Applications 2, 455-459, 2008
Asides detection in documents
S Tagra, SA Gaither, S Kush, S Gupta, S Soni, N Barmpalios, A Jain, ...
US Patent 11,256,913, 2022
A constrained multi-agent system for studying natural resource sharing
N Barbalios, I Ioannidou, P Tzionas, S Paraskeuopoulos
3rd Int. Conf. on Environmental Management, Engineering, Planning and …, 2011
Unified pretraining framework for document understanding
J Gu, AN Nenkova, N Barmpalios, VI Morariu, T Sun, RB Jain, JWY Kuen, ...
US Patent App. 17/528,061, 2023
Domain alignment for object detection domain adaptation tasks
C Tensmeyer, VI Morariu, V Manjunatha, T Sun, N Barmpalios, K Li, ...
US Patent 11,544,503, 2023
User-Entity Differential Privacy in Learning Natural Language Models
P Lai, NH Phan, T Sun, R Jain, F Dernoncourt, J Gu, N Barmpalios
2022 IEEE International Conference on Big Data (Big Data), 1465-1474, 2022
Automatically generating labeled synthetic documents
V Kaynig-Fittkau, SM Ravi, R Cohn, N Barmpalios, M Kraley, K Sethu
US Patent 11,238,312, 2022
Bit-aware randomized response for local differential privacy in federated learning
P Lai, H Phan, L Xiong, K Tran, M Thai, T Sun, F Dernoncourt, J Gu, ...
RPCL: A Framework for Improving Cross-Domain Detection with Auxiliary Tasks
K Li, C Wigington, C Tensmeyer, VI Morariu, H Zhao, V Manjunatha, ...
arXiv preprint arXiv:2104.08689, 2021
VI Morariu, T Sun, N Barmpalios, Z Wang, J Gu, AN Nenkova, ...
US Patent App. 17/746,779, 2023
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